Data profile

Dataset statistics

Number of variables	24
Number of observations	284928
Missing cells	2688
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	130.2 MiB
Average record size in memory	479.3 B

Variable types

NUM	19
CAT	5

Warnings

`id` has a high cardinality: 106 distinct values	High cardinality
`roi` has a high cardinality: 235 distinct values	High cardinality
`age_yrs` is highly correlated with `age_mos`	High correlation
`age_mos` is highly correlated with `age_yrs`	High correlation
`id` is uniformly distributed	Uniform
`band` is uniformly distributed	Uniform

Reproduction

Analysis started	2020-10-13 21:28:22.315742
Analysis finished	2020-10-13 21:29:34.960494
Duration	1 minute and 12.64 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

id
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	106
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.3 MiB

507_17a	2688
309_13a	2688
411_15a	2688
417_15a	2688
133_9a	2688
Other values (101)	271488

Common Values
Overview

Value	Count	Frequency (%)
507_17a	2688	0.9%
309_13a	2688	0.9%
411_15a	2688	0.9%
417_15a	2688	0.9%
133_9a	2688	0.9%
526_17a	2688	0.9%
216_11a	2688	0.9%
227_11a	2688	0.9%
525_17a	2688	0.9%
522_17a	2688	0.9%
221_11a	2688	0.9%
314_13a	2688	0.9%
410_15a	2688	0.9%
225_11a	2688	0.9%
512_17a	2688	0.9%
323_13a	2688	0.9%
401_15a	2688	0.9%
308_13a	2688	0.9%
224_11a	2688	0.9%
123_9a	2688	0.9%
333_13a	2688	0.9%
514_17a	2688	0.9%
406_15a	2688	0.9%
218_11a	2688	0.9%
210_11a	2688	0.9%
Other values (81)	217728	76.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	7
Median length	7
Mean length	6.858490566
Min length	6

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
1	467712	23.9%
_	284928	14.6%
a	284928	14.6%
2	209664	10.7%
3	198912	10.2%
5	129024	6.6%
0	104832	5.4%
7	83328	4.3%
4	69888	3.6%
9	64512	3.3%
6	32256	1.7%
8	24192	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1384320	70.8%
Connector Punctuation	284928	14.6%
Lowercase Letter	284928	14.6%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	467712	33.8%
2	209664	15.1%
3	198912	14.4%
5	129024	9.3%
0	104832	7.6%
7	83328	6.0%
4	69888	5.0%
9	64512	4.7%
6	32256	2.3%
8	24192	1.7%

Most frequent Connector Punctuation characters

Value	Count	Frequency (%)
_	284928	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	284928	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1669248	85.4%
Latin	284928	14.6%

Most frequent Common characters

Value	Count	Frequency (%)
1	467712	28.0%
_	284928	17.1%
2	209664	12.6%
3	198912	11.9%
5	129024	7.7%
0	104832	6.3%
7	83328	5.0%
4	69888	4.2%
9	64512	3.9%
6	32256	1.9%
8	24192	1.4%

Most frequent Latin characters

Value	Count	Frequency (%)
a	284928	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1954176	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
1	467712	23.9%
_	284928	14.6%
a	284928	14.6%
2	209664	10.7%
3	198912	10.2%
5	129024	6.6%
0	104832	5.4%
7	83328	4.3%
4	69888	3.6%
9	64512	3.3%
6	32256	1.7%
8	24192	1.2%

age_mos
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	72
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	159.5240566
Minimum	109.5
Maximum	207.7
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	109.5
5-th percentile	110.3
Q1	134.35
median	158.3
Q3	183.2
95-th percentile	207
Maximum	207.7
Range	98.2
Interquartile range (IQR)	48.85

Descriptive statistics

Standard deviation	32.80884033
Coefficient of variation (CV)	0.2056670387
Kurtosis	-1.210376782
Mean	159.5240566
Median Absolute Deviation (MAD)	24.65
Skewness	0.114834434
Sum	45452870.4
Variance	1076.420004
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
134.7	13440	4.7%
158.9	13440	4.7%
158.3	10752	3.8%
110.5	8064	2.8%
158.5	8064	2.8%
134.8	8064	2.8%
134.61	5376	1.9%
207.7	5376	1.9%
183.1	5376	1.9%
206	5376	1.9%
158	5376	1.9%
133.4	5376	1.9%
206.7	5376	1.9%
206.2	5376	1.9%
110.4	5376	1.9%
110.6	5376	1.9%
158.8	5376	1.9%
205.3	5376	1.9%
206.6	5376	1.9%
206.1	5376	1.9%
183	5376	1.9%
181.5	5376	1.9%
157.4	5376	1.9%
159	2688	0.9%
134.35	2688	0.9%
Other values (47)	126336	44.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
109.5	2688	0.9%
109.7	2688	0.9%
109.9	2688	0.9%
110.1	2688	0.9%
110.2	2688	0.9%
110.3	2688	0.9%
110.4	5376	1.9%
110.5	8064	2.8%
110.6	5376	1.9%
110.7	2688	0.9%

Value	Count	Frequency (%)
207.7	5376	1.9%
207.4	2688	0.9%
207.1	2688	0.9%
207.07	2688	0.9%
207	2688	0.9%
206.8	2688	0.9%
206.71	2688	0.9%
206.7	5376	1.9%
206.6	5376	1.9%
206.5	2688	0.9%

age_yrs
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	56
Distinct (%)	< 0.1%
Missing	2688
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%

Mean	13.2332381
Minimum	9.07
Maximum	17.2
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	9.07
5-th percentile	9.13
Q1	11.13
median	13.11
Q3	15.19
95-th percentile	17.14
Maximum	17.2
Range	8.13
Interquartile range (IQR)	4.06

Descriptive statistics

Standard deviation	2.722901214
Coefficient of variation (CV)	0.2057622779
Kurtosis	-1.214373646
Mean	13.2332381
Median Absolute Deviation (MAD)	2.05
Skewness	0.09677161999
Sum	3734949.12
Variance	7.414191022
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.16	21504	7.5%
13.16	16128	5.7%
13.11	13440	4.7%
17.07	8064	2.8%
17.08	8064	2.8%
9.16	8064	2.8%
13.13	8064	2.8%
17.11	8064	2.8%
17.12	8064	2.8%
11.15	8064	2.8%
13.03	8064	2.8%
11.13	8064	2.8%
11.06	5376	1.9%
9.13	5376	1.9%
17.2	5376	1.9%
15.2	5376	1.9%
13.08	5376	1.9%
15.16	5376	1.9%
11.1	5376	1.9%
9.15	5376	1.9%
9.14	5376	1.9%
17.15	5376	1.9%
13.09	5376	1.9%
15.03	5376	1.9%
11.01	5376	1.9%
Other values (31)	88704	31.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9.07	2688	0.9%
9.08	2688	0.9%
9.1	2688	0.9%
9.12	2688	0.9%
9.13	5376	1.9%
9.14	5376	1.9%
9.15	5376	1.9%
9.16	8064	2.8%
9.17	2688	0.9%
9.18	2688	0.9%

Value	Count	Frequency (%)
17.2	5376	1.9%
17.18	2688	0.9%
17.15	5376	1.9%
17.14	2688	0.9%
17.13	2688	0.9%
17.12	8064	2.8%
17.11	8064	2.8%
17.08	8064	2.8%
17.07	8064	2.8%
17.06	2688	0.9%

gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.3 MiB

female	147840
male	137088

Value	Count	Frequency (%)
female	147840	51.9%
male	137088	48.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	6
Mean length	5.037735849
Min length	4

Overview of Unicode Properties

Unique unicode characters	5
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	432768	30.1%
m	284928	19.9%
a	284928	19.9%
l	284928	19.9%
f	147840	10.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1435392	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	432768	30.1%
m	284928	19.9%
a	284928	19.9%
l	284928	19.9%
f	147840	10.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1435392	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
e	432768	30.1%
m	284928	19.9%
a	284928	19.9%
l	284928	19.9%
f	147840	10.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1435392	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	432768	30.1%
m	284928	19.9%
a	284928	19.9%
l	284928	19.9%
f	147840	10.3%

peermindset
Real number (ℝ_≥0)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.191823899
Minimum	1
Maximum	4.583333333
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1.166666667
Q1	1.75
median	2.166666667
Q3	2.583333333
95-th percentile	3.25
Maximum	4.583333333
Range	3.583333333
Interquartile range (IQR)	0.8333333333

Descriptive statistics

Standard deviation	0.6547861702
Coefficient of variation (CV)	0.2987403187
Kurtosis	0.8767724878
Mean	2.191823899
Median Absolute Deviation (MAD)	0.4166666667
Skewness	0.5545970933
Sum	624512
Variance	0.4287449287
Monotocity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
2.416666667	24192	8.5%
2.166666667	21504	7.5%
2.25	18816	6.6%
2.666666667	18816	6.6%
1.583333333	18816	6.6%
2.083333333	13440	4.7%
2	13440	4.7%
1.916666667	13440	4.7%
2.333333333	13440	4.7%
2.75	13440	4.7%
1.416666667	10752	3.8%
1.833333333	10752	3.8%
1	10752	3.8%
3.25	8064	2.8%
1.25	8064	2.8%
1.5	5376	1.9%
1.333333333	5376	1.9%
2.833333333	5376	1.9%
2.583333333	5376	1.9%
1.666666667	5376	1.9%
3.416666667	5376	1.9%
2.5	5376	1.9%
3	5376	1.9%
1.75	5376	1.9%
3.666666667	2688	0.9%
Other values (6)	16128	5.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	10752	3.8%
1.083333333	2688	0.9%
1.166666667	2688	0.9%
1.25	8064	2.8%
1.333333333	5376	1.9%
1.416666667	10752	3.8%
1.5	5376	1.9%
1.583333333	18816	6.6%
1.666666667	5376	1.9%
1.75	5376	1.9%

Value	Count	Frequency (%)
4.583333333	2688	0.9%
3.916666667	2688	0.9%
3.666666667	2688	0.9%
3.416666667	5376	1.9%
3.25	8064	2.8%
3.166666667	2688	0.9%
3.083333333	2688	0.9%
3	5376	1.9%
2.833333333	5376	1.9%
2.75	13440	4.7%

persmindset
Real number (ℝ_≥0)

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.885220126
Minimum	1
Maximum	4.833333333
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1.333333333
median	1.833333333
Q3	2.333333333
95-th percentile	3.166666667
Maximum	4.833333333
Range	3.833333333
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6857971983
Coefficient of variation (CV)	0.3637756615
Kurtosis	2.591130297
Mean	1.885220126
Median Absolute Deviation (MAD)	0.5
Skewness	1.232196282
Sum	537152
Variance	0.4703177972
Monotocity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
2	43008	15.1%
1.833333333	37632	13.2%
1	34944	12.3%
1.5	29568	10.4%
2.333333333	26880	9.4%
1.666666667	24192	8.5%
1.333333333	21504	7.5%
1.166666667	16128	5.7%
2.666666667	13440	4.7%
2.833333333	8064	2.8%
2.5	8064	2.8%
3.333333333	5376	1.9%
4	2688	0.9%
2.166666667	2688	0.9%
3.166666667	2688	0.9%
3.5	2688	0.9%
4.833333333	2688	0.9%
3	2688	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	34944	12.3%
1.166666667	16128	5.7%
1.333333333	21504	7.5%
1.5	29568	10.4%
1.666666667	24192	8.5%
1.833333333	37632	13.2%
2	43008	15.1%
2.166666667	2688	0.9%
2.333333333	26880	9.4%
2.5	8064	2.8%

Value	Count	Frequency (%)
4.833333333	2688	0.9%
4	2688	0.9%
3.5	2688	0.9%
3.333333333	5376	1.9%
3.166666667	2688	0.9%
3	2688	0.9%
2.833333333	8064	2.8%
2.666666667	13440	4.7%
2.5	8064	2.8%
2.333333333	26880	9.4%

needforapproval
Real number (ℝ_≥0)

Distinct	25
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.650943396
Minimum	1.875
Maximum	5.375
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	1.875
5-th percentile	2.25
Q1	3.25
median	3.625
Q3	4.125
95-th percentile	4.75
Maximum	5.375
Range	3.5
Interquartile range (IQR)	0.875

Descriptive statistics

Standard deviation	0.7412467829
Coefficient of variation (CV)	0.2030288346
Kurtosis	-0.2104096771
Mean	3.650943396
Median Absolute Deviation (MAD)	0.5
Skewness	-0.1374357943
Sum	1040256
Variance	0.5494467931
Monotocity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3.25	26880	9.4%
4.125	24192	8.5%
3.875	21504	7.5%
4.375	21504	7.5%
3.375	18816	6.6%
3.5	18816	6.6%
3.125	16128	5.7%
3.75	16128	5.7%
2.875	13440	4.7%
4.25	13440	4.7%
3.625	10752	3.8%
4.75	10752	3.8%
3	8064	2.8%
2.25	8064	2.8%
4	8064	2.8%
2.375	5376	1.9%
4.625	5376	1.9%
2.75	5376	1.9%
4.875	5376	1.9%
4.5	5376	1.9%
2.625	5376	1.9%
5.25	5376	1.9%
1.875	5376	1.9%
5.375	2688	0.9%
2	2688	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.875	5376	1.9%
2	2688	0.9%
2.25	8064	2.8%
2.375	5376	1.9%
2.625	5376	1.9%
2.75	5376	1.9%
2.875	13440	4.7%
3	8064	2.8%
3.125	16128	5.7%
3.25	26880	9.4%

Value	Count	Frequency (%)
5.375	2688	0.9%
5.25	5376	1.9%
4.875	5376	1.9%
4.75	10752	3.8%
4.625	5376	1.9%
4.5	5376	1.9%
4.375	21504	7.5%
4.25	13440	4.7%
4.125	24192	8.5%
4	8064	2.8%

needforbelonging
Real number (ℝ_≥0)

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.874528302
Minimum	1.8
Maximum	5.3
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	1.8
5-th percentile	2.8
Q1	3.4
median	4
Q3	4.4
95-th percentile	4.8
Maximum	5.3
Range	3.5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6473558871
Coefficient of variation (CV)	0.1670799222
Kurtosis	0.01674383508
Mean	3.874528302
Median Absolute Deviation (MAD)	0.4
Skewness	-0.4236589392
Sum	1103961.6
Variance	0.4190696445
Monotocity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
4.4	24192	8.5%
4.1	24192	8.5%
3.8	18816	6.6%
4.2	18816	6.6%
4	16128	5.7%
3.3	16128	5.7%
3.6	13440	4.7%
4.5	13440	4.7%
3.9	13440	4.7%
4.6	10752	3.8%
3	10752	3.8%
4.7	10752	3.8%
4.3	10752	3.8%
3.1	10752	3.8%
3.7	10752	3.8%
3.4	8064	2.8%
3.5	8064	2.8%
2.8	8064	2.8%
5	5376	1.9%
3.2	5376	1.9%
2.9	5376	1.9%
4.8	5376	1.9%
5.2	2688	0.9%
5.3	2688	0.9%
2.7	2688	0.9%
Other values (3)	8064	2.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.8	2688	0.9%
2.4	2688	0.9%
2.5	2688	0.9%
2.7	2688	0.9%
2.8	8064	2.8%
2.9	5376	1.9%
3	10752	3.8%
3.1	10752	3.8%
3.2	5376	1.9%
3.3	16128	5.7%

Value	Count	Frequency (%)
5.3	2688	0.9%
5.2	2688	0.9%
5	5376	1.9%
4.8	5376	1.9%
4.7	10752	3.8%
4.6	10752	3.8%
4.5	13440	4.7%
4.4	24192	8.5%
4.3	10752	3.8%
4.2	18816	6.6%

rejection
Real number (ℝ_≥0)

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.273584906
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2.5
median	3.5
Q3	4
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	1.5

Descriptive statistics

Standard deviation	1.073112499
Coefficient of variation (CV)	0.3278095818
Kurtosis	-0.3171434419
Mean	3.273584906
Median Absolute Deviation (MAD)	0.5
Skewness	-0.5199409074
Sum	932736
Variance	1.151570435
Monotocity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
3.5	69888	24.5%
4	51072	17.9%
3	34944	12.3%
2.5	29568	10.4%
4.5	26880	9.4%
1	24192	8.5%
2	24192	8.5%
5	21504	7.5%
1.5	2688	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	24192	8.5%
1.5	2688	0.9%
2	24192	8.5%
2.5	29568	10.4%
3	34944	12.3%
3.5	69888	24.5%
4	51072	17.9%
4.5	26880	9.4%
5	21504	7.5%

Value	Count	Frequency (%)
5	21504	7.5%
4.5	26880	9.4%
4	51072	17.9%
3.5	69888	24.5%
3	34944	12.3%
2.5	29568	10.4%
2	24192	8.5%
1.5	2688	0.9%
1	24192	8.5%

coping_mad
Real number (ℝ_≥0)

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.025157233
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1.666666667
Q1	2.333333333
median	3
Q3	3.666666667
95-th percentile	4.333333333
Maximum	5
Range	4
Interquartile range (IQR)	1.333333333

Descriptive statistics

Standard deviation	0.8476126493
Coefficient of variation (CV)	0.2801879652
Kurtosis	-0.6106739343
Mean	3.025157233
Median Absolute Deviation (MAD)	0.6666666667
Skewness	-0.2325111782
Sum	861952
Variance	0.7184472033
Monotocity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
2.666666667	45696	16.0%
3.666666667	40320	14.2%
4	40320	14.2%
3.333333333	37632	13.2%
3	29568	10.4%
2.333333333	26880	9.4%
2	18816	6.6%
1.666666667	16128	5.7%
1.333333333	10752	3.8%
4.333333333	10752	3.8%
1	2688	0.9%
4.666666667	2688	0.9%
5	2688	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2688	0.9%
1.333333333	10752	3.8%
1.666666667	16128	5.7%
2	18816	6.6%
2.333333333	26880	9.4%
2.666666667	45696	16.0%
3	29568	10.4%
3.333333333	37632	13.2%
3.666666667	40320	14.2%
4	40320	14.2%

Value	Count	Frequency (%)
5	2688	0.9%
4.666666667	2688	0.9%
4.333333333	10752	3.8%
4	40320	14.2%
3.666666667	40320	14.2%
3.333333333	37632	13.2%
3	29568	10.4%
2.666666667	45696	16.0%
2.333333333	26880	9.4%
2	18816	6.6%

coping_sad
Real number (ℝ_≥0)

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.232704403
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1.333333333
Q1	2.333333333
median	3.333333333
Q3	4
95-th percentile	4.666666667
Maximum	5
Range	4
Interquartile range (IQR)	1.666666667

Descriptive statistics

Standard deviation	0.9991311556
Coefficient of variation (CV)	0.3090697544
Kurtosis	-0.7063764819
Mean	3.232704403
Median Absolute Deviation (MAD)	0.6666666667
Skewness	-0.3701458331
Sum	921088
Variance	0.9982630661
Monotocity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
4	48384	17.0%
3.666666667	40320	14.2%
3.333333333	32256	11.3%
2.666666667	26880	9.4%
2	26880	9.4%
4.333333333	18816	6.6%
2.333333333	18816	6.6%
3	18816	6.6%
4.666666667	18816	6.6%
1.666666667	10752	3.8%
1.333333333	8064	2.8%
1	8064	2.8%
5	8064	2.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	8064	2.8%
1.333333333	8064	2.8%
1.666666667	10752	3.8%
2	26880	9.4%
2.333333333	18816	6.6%
2.666666667	26880	9.4%
3	18816	6.6%
3.333333333	32256	11.3%
3.666666667	40320	14.2%
4	48384	17.0%

Value	Count	Frequency (%)
5	8064	2.8%
4.666666667	18816	6.6%
4.333333333	18816	6.6%
4	48384	17.0%
3.666666667	40320	14.2%
3.333333333	32256	11.3%
3	18816	6.6%
2.666666667	26880	9.4%
2.333333333	18816	6.6%
2	26880	9.4%

coping_worried
Real number (ℝ_≥0)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.600628931
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2.666666667
Q3	3.333333333
95-th percentile	4
Maximum	5
Range	4
Interquartile range (IQR)	1.333333333

Descriptive statistics

Standard deviation	0.8824174852
Coefficient of variation (CV)	0.3393092628
Kurtosis	-0.5405999593
Mean	2.600628931
Median Absolute Deviation (MAD)	0.6666666667
Skewness	0.02508212248
Sum	740992
Variance	0.7786606182
Monotocity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
3	45696	16.0%
3.333333333	40320	14.2%
2.333333333	32256	11.3%
2.666666667	32256	11.3%
1.666666667	29568	10.4%
2	29568	10.4%
3.666666667	21504	7.5%
1	18816	6.6%
1.333333333	16128	5.7%
4.333333333	8064	2.8%
4	8064	2.8%
5	2688	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	18816	6.6%
1.333333333	16128	5.7%
1.666666667	29568	10.4%
2	29568	10.4%
2.333333333	32256	11.3%
2.666666667	32256	11.3%
3	45696	16.0%
3.333333333	40320	14.2%
3.666666667	21504	7.5%
4	8064	2.8%

Value	Count	Frequency (%)
5	2688	0.9%
4.333333333	8064	2.8%
4	8064	2.8%
3.666666667	21504	7.5%
3.333333333	40320	14.2%
3	45696	16.0%
2.666666667	32256	11.3%
2.333333333	32256	11.3%
2	29568	10.4%
1.666666667	29568	10.4%

rsqanxiety
Real number (ℝ_≥0)

Distinct	80
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.829402516
Minimum	1.916666667
Maximum	22.5
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	1.916666667
5-th percentile	3.166666667
Q1	6
median	8.916666667
Q3	11.16666667
95-th percentile	15.25
Maximum	22.5
Range	20.58333333
Interquartile range (IQR)	5.166666667

Descriptive statistics

Standard deviation	3.818345951
Coefficient of variation (CV)	0.4324580224
Kurtosis	0.5385469472
Mean	8.829402516
Median Absolute Deviation (MAD)	2.5
Skewness	0.5381413152
Sum	2515744
Variance	14.5797658
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.833333333	13440	4.7%
8.916666667	10752	3.8%
7.416666667	8064	2.8%
12.25	8064	2.8%
9.166666667	8064	2.8%
5.083333333	5376	1.9%
11.41666667	5376	1.9%
6.916666667	5376	1.9%
11.16666667	5376	1.9%
10.66666667	5376	1.9%
6.75	5376	1.9%
6	5376	1.9%
10.41666667	5376	1.9%
7.166666667	5376	1.9%
3.666666667	5376	1.9%
4.333333333	5376	1.9%
9.333333333	5376	1.9%
3.916666667	5376	1.9%
9	2688	0.9%
4.75	2688	0.9%
11.25	2688	0.9%
6.416666667	2688	0.9%
11	2688	0.9%
13.08333333	2688	0.9%
3.333333333	2688	0.9%
Other values (55)	147840	51.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.916666667	2688	0.9%
2	2688	0.9%
2.166666667	2688	0.9%
2.5	2688	0.9%
2.833333333	2688	0.9%
3.166666667	2688	0.9%
3.333333333	2688	0.9%
3.666666667	5376	1.9%
3.916666667	5376	1.9%
4.166666667	2688	0.9%

Value	Count	Frequency (%)
22.5	2688	0.9%
17.75	2688	0.9%
17.08333333	2688	0.9%
16.5	2688	0.9%
16.41666667	2688	0.9%
15.25	2688	0.9%
14.75	2688	0.9%
14.5	2688	0.9%
14.33333333	2688	0.9%
14.16666667	2688	0.9%

rsqanger
Real number (ℝ_≥0)

Distinct	66
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.948113208
Minimum	1.916666667
Maximum	15.33333333
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	1.916666667
5-th percentile	2.5
Q1	3.666666667
median	5.25
Q3	7.75
95-th percentile	11.16666667
Maximum	15.33333333
Range	13.41666667
Interquartile range (IQR)	4.083333333

Descriptive statistics

Standard deviation	2.865125754
Coefficient of variation (CV)	0.4816864868
Kurtosis	0.4050794883
Mean	5.948113208
Median Absolute Deviation (MAD)	1.791666667
Skewness	0.920731791
Sum	1694784
Variance	8.208945586
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.25	10752	3.8%
3.666666667	10752	3.8%
4.25	10752	3.8%
9.833333333	10752	3.8%
6.416666667	8064	2.8%
3.5	8064	2.8%
4.916666667	8064	2.8%
3.75	8064	2.8%
4.416666667	8064	2.8%
7.333333333	8064	2.8%
2.666666667	8064	2.8%
8	5376	1.9%
5.416666667	5376	1.9%
5.25	5376	1.9%
3.833333333	5376	1.9%
6.583333333	5376	1.9%
2.75	5376	1.9%
4	5376	1.9%
4.5	5376	1.9%
5.75	5376	1.9%
2.416666667	5376	1.9%
3.166666667	5376	1.9%
5.333333333	5376	1.9%
9.916666667	5376	1.9%
8.416666667	5376	1.9%
Other values (41)	110208	38.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.916666667	2688	0.9%
2	2688	0.9%
2.25	2688	0.9%
2.416666667	5376	1.9%
2.5	2688	0.9%
2.583333333	2688	0.9%
2.666666667	8064	2.8%
2.75	5376	1.9%
3.083333333	2688	0.9%
3.166666667	5376	1.9%

Value	Count	Frequency (%)
15.33333333	2688	0.9%
14.08333333	2688	0.9%
13.08333333	2688	0.9%
12.66666667	2688	0.9%
11.5	2688	0.9%
11.16666667	2688	0.9%
10.83333333	2688	0.9%
10	2688	0.9%
9.916666667	5376	1.9%
9.833333333	10752	3.8%

cdimean
Real number (ℝ_≥0)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.233962264
Minimum	1
Maximum	2.7
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1.1
median	1.2
Q3	1.4
95-th percentile	1.7
Maximum	2.7
Range	1.7
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.2623867494
Coefficient of variation (CV)	0.2126375798
Kurtosis	8.291559911
Mean	1.233962264
Median Absolute Deviation (MAD)	0.15
Skewness	2.279229604
Sum	351590.4
Variance	0.06884680624
Monotocity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	69888	24.5%
1.1	67200	23.6%
1.2	53760	18.9%
1.4	24192	8.5%
1.3	21504	7.5%
1.5	18816	6.6%
1.7	10752	3.8%
1.6	10752	3.8%
2.7	2688	0.9%
1.8	2688	0.9%
2.1	2688	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	69888	24.5%
1.1	67200	23.6%
1.2	53760	18.9%
1.3	21504	7.5%
1.4	24192	8.5%
1.5	18816	6.6%
1.6	10752	3.8%
1.7	10752	3.8%
1.8	2688	0.9%
2.1	2688	0.9%

Value	Count	Frequency (%)
2.7	2688	0.9%
2.1	2688	0.9%
1.8	2688	0.9%
1.7	10752	3.8%
1.6	10752	3.8%
1.5	18816	6.6%
1.4	24192	8.5%
1.3	21504	7.5%
1.2	53760	18.9%
1.1	67200	23.6%

moodgood
Real number (ℝ_≥0)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.358490566
Minimum	2
Maximum	7
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	2
5-th percentile	4
Q1	4
median	6
Q3	6
95-th percentile	7
Maximum	7
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.091898995
Coefficient of variation (CV)	0.2037698829
Kurtosis	-0.4780605424
Mean	5.358490566
Median Absolute Deviation (MAD)	1
Skewness	-0.4406022905
Sum	1526784
Variance	1.192243415
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
6	120960	42.5%
4	69888	24.5%
5	51072	17.9%
7	34944	12.3%
3	5376	1.9%
2	2688	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	2688	0.9%
3	5376	1.9%
4	69888	24.5%
5	51072	17.9%
6	120960	42.5%
7	34944	12.3%

Value	Count	Frequency (%)
7	34944	12.3%
6	120960	42.5%
5	51072	17.9%
4	69888	24.5%
3	5376	1.9%
2	2688	0.9%

moodhappy
Real number (ℝ_≥0)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.113207547
Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	4
median	5
Q3	6
95-th percentile	7
Maximum	7
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.21562958
Coefficient of variation (CV)	0.2377430544
Kurtosis	-0.1846606546
Mean	5.113207547
Median Absolute Deviation (MAD)	1
Skewness	-0.4377388523
Sum	1456896
Variance	1.477755275
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
6	102144	35.8%
4	75264	26.4%
5	53760	18.9%
7	29568	10.4%
3	21504	7.5%
1	2688	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2688	0.9%
3	21504	7.5%
4	75264	26.4%
5	53760	18.9%
6	102144	35.8%
7	29568	10.4%

Value	Count	Frequency (%)
7	29568	10.4%
6	102144	35.8%
5	53760	18.9%
4	75264	26.4%
3	21504	7.5%
1	2688	0.9%

moodrelaxed
Real number (ℝ_≥0)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.622641509
Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	5
Q3	6
95-th percentile	7
Maximum	7
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.450134811
Coefficient of variation (CV)	0.3137026325
Kurtosis	-1.06783578
Mean	4.622641509
Median Absolute Deviation (MAD)	1
Skewness	-0.2535507409
Sum	1317120
Variance	2.102890969
Monotocity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
6	91392	32.1%
3	69888	24.5%
5	51072	17.9%
4	40320	14.2%
7	16128	5.7%
2	13440	4.7%
1	2688	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2688	0.9%
2	13440	4.7%
3	69888	24.5%
4	40320	14.2%
5	51072	17.9%
6	91392	32.1%
7	16128	5.7%

Value	Count	Frequency (%)
7	16128	5.7%
6	91392	32.1%
5	51072	17.9%
4	40320	14.2%
3	69888	24.5%
2	13440	4.7%
1	2688	0.9%

stateanxiety
Real number (ℝ_≥0)

Distinct	19
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	31.03773585
Minimum	20
Maximum	50
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	20
5-th percentile	26
Q1	28
median	31
Q3	33
95-th percentile	38
Maximum	50
Range	30
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.452957925
Coefficient of variation (CV)	0.1434691611
Kurtosis	2.914742921
Mean	31.03773585
Median Absolute Deviation (MAD)	2
Skewness	0.7346693196
Sum	8843520
Variance	19.82883428
Monotocity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
31	43008	15.1%
28	32256	11.3%
29	29568	10.4%
30	29568	10.4%
32	26880	9.4%
34	21504	7.5%
33	18816	6.6%
26	16128	5.7%
38	13440	4.7%
27	10752	3.8%
35	10752	3.8%
37	8064	2.8%
21	5376	1.9%
20	5376	1.9%
50	2688	0.9%
24	2688	0.9%
40	2688	0.9%
43	2688	0.9%
42	2688	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20	5376	1.9%
21	5376	1.9%
24	2688	0.9%
26	16128	5.7%
27	10752	3.8%
28	32256	11.3%
29	29568	10.4%
30	29568	10.4%
31	43008	15.1%
32	26880	9.4%

Value	Count	Frequency (%)
50	2688	0.9%
43	2688	0.9%
42	2688	0.9%
40	2688	0.9%
38	13440	4.7%
37	8064	2.8%
35	10752	3.8%
34	21504	7.5%
33	18816	6.6%
32	26880	9.4%

traitanxiety
Real number (ℝ_≥0)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	35.95283019
Minimum	22
Maximum	60
Zeros	0
Zeros (%)	0.0%
Memory size	4.3 MiB

Quantile statistics

Minimum	22
5-th percentile	23
Q1	30
median	34.5
Q3	42
95-th percentile	49
Maximum	60
Range	38
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	8.145370739
Coefficient of variation (CV)	0.2265571499
Kurtosis	-0.3953522955
Mean	35.95283019
Median Absolute Deviation (MAD)	6
Skewness	0.369635291
Sum	10243968
Variance	66.34706447
Monotocity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
32	24192	8.5%
33	18816	6.6%
38	16128	5.7%
30	16128	5.7%
34	16128	5.7%
43	13440	4.7%
41	13440	4.7%
31	10752	3.8%
49	10752	3.8%
26	10752	3.8%
22	10752	3.8%
37	10752	3.8%
36	10752	3.8%
35	10752	3.8%
45	10752	3.8%
25	8064	2.8%
28	8064	2.8%
40	5376	1.9%
42	5376	1.9%
24	5376	1.9%
23	5376	1.9%
47	5376	1.9%
46	5376	1.9%
48	5376	1.9%
51	5376	1.9%
Other values (6)	21504	7.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22	10752	3.8%
23	5376	1.9%
24	5376	1.9%
25	8064	2.8%
26	10752	3.8%
27	5376	1.9%
28	8064	2.8%
29	2688	0.9%
30	16128	5.7%
31	10752	3.8%

Value	Count	Frequency (%)
60	2688	0.9%
54	2688	0.9%
51	5376	1.9%
50	2688	0.9%
49	10752	3.8%
48	5376	1.9%
47	5376	1.9%
46	5376	1.9%
45	10752	3.8%
44	5376	1.9%

band
Categorical

UNIFORM

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.3 MiB

beta	47488
delta	47488
gamma	47488
DC	47488
alpha	47488

Value	Count	Frequency (%)
beta	47488	16.7%
delta	47488	16.7%
gamma	47488	16.7%
DC	47488	16.7%
alpha	47488	16.7%
theta	47488	16.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	5
Median length	5
Mean length	4.333333333
Min length	2

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	332416	26.9%
t	189952	15.4%
e	142464	11.5%
l	94976	7.7%
h	94976	7.7%
m	94976	7.7%
D	47488	3.8%
C	47488	3.8%
d	47488	3.8%
p	47488	3.8%
b	47488	3.8%
g	47488	3.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1139712	92.3%
Uppercase Letter	94976	7.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
D	47488	50.0%
C	47488	50.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	332416	29.2%
t	189952	16.7%
e	142464	12.5%
l	94976	8.3%
h	94976	8.3%
m	94976	8.3%
d	47488	4.2%
p	47488	4.2%
b	47488	4.2%
g	47488	4.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1234688	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
a	332416	26.9%
t	189952	15.4%
e	142464	11.5%
l	94976	7.7%
h	94976	7.7%
m	94976	7.7%
D	47488	3.8%
C	47488	3.8%
d	47488	3.8%
p	47488	3.8%
b	47488	3.8%
g	47488	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1234688	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	332416	26.9%
t	189952	15.4%
e	142464	11.5%
l	94976	7.7%
h	94976	7.7%
m	94976	7.7%
D	47488	3.8%
C	47488	3.8%
d	47488	3.8%
p	47488	3.8%
b	47488	3.8%
g	47488	3.8%

roi
Categorical

HIGH CARDINALITY

Distinct	235
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.3 MiB

superiorfrontal_4	1272
superiorfrontal_14	1272
superiorfrontal_15	1272
superiortemporal_5	1272
precentral_6	1272
Other values (230)	278568

Common Values
Overview

Value	Count	Frequency (%)
superiorfrontal_4	1272	0.4%
superiorfrontal_14	1272	0.4%
superiorfrontal_15	1272	0.4%
superiortemporal_5	1272	0.4%
precentral_6	1272	0.4%
superiorparietal_8	1272	0.4%
posteriorcingulate_2	1272	0.4%
lingual_4	1272	0.4%
precuneus_1	1272	0.4%
parstriangularis_1	1272	0.4%
cuneus_3	1272	0.4%
lateraloccipital_7	1272	0.4%
precentral_3	1272	0.4%
fusiform_3	1272	0.4%
precentral_14	1272	0.4%
rostralmiddlefrontal_2	1272	0.4%
precentral_7	1272	0.4%
precuneus_2	1272	0.4%
fusiform_7	1272	0.4%
bankssts_2	1272	0.4%
fusiform_2	1272	0.4%
fusiform_8	1272	0.4%
supramarginal_3	1272	0.4%
parsopercularis_2	1272	0.4%
posteriorcingulate_3	1272	0.4%
Other values (210)	253128	88.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	26
Median length	17
Mean length	16.0625
Min length	8

Overview of Unicode Properties

Unique unicode characters	31
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
r	550140	12.0%
a	456012	10.0%
l	377784	8.3%
e	348528	7.6%
i	314820	6.9%
t	301464	6.6%
o	295740	6.5%
_	284928	6.2%
p	248676	5.4%
n	214332	4.7%
s	188256	4.1%
u	166632	3.6%
c	130380	2.8%
m	105576	2.3%
f	105576	2.3%
1	97308	2.1%
d	82680	1.8%
2	45792	1.0%
g	40068	0.9%
3	39432	0.9%
4	32436	0.7%
5	26712	0.6%
6	24168	0.5%
b	21624	0.5%
7	21624	0.5%
Other values (6)	55968	1.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3962280	86.6%
Decimal Number	329448	7.2%
Connector Punctuation	284928	6.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
r	550140	13.9%
a	456012	11.5%
l	377784	9.5%
e	348528	8.8%
i	314820	7.9%
t	301464	7.6%
o	295740	7.5%
p	248676	6.3%
n	214332	5.4%
s	188256	4.8%
u	166632	4.2%
c	130380	3.3%
m	105576	2.7%
f	105576	2.7%
d	82680	2.1%
g	40068	1.0%
b	21624	0.5%
h	8268	0.2%
k	3816	0.1%
v	1908	< 0.1%

Most frequent Connector Punctuation characters

Value	Count	Frequency (%)
_	284928	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	97308	29.5%
2	45792	13.9%
3	39432	12.0%
4	32436	9.8%
5	26712	8.1%
6	24168	7.3%
7	21624	6.6%
8	16536	5.0%
9	13356	4.1%
0	12084	3.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3962280	86.6%
Common	614376	13.4%

Most frequent Latin characters

Value	Count	Frequency (%)
r	550140	13.9%
a	456012	11.5%
l	377784	9.5%
e	348528	8.8%
i	314820	7.9%
t	301464	7.6%
o	295740	7.5%
p	248676	6.3%
n	214332	5.4%
s	188256	4.8%
u	166632	4.2%
c	130380	3.3%
m	105576	2.7%
f	105576	2.7%
d	82680	2.1%
g	40068	1.0%
b	21624	0.5%
h	8268	0.2%
k	3816	0.1%
v	1908	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
_	284928	46.4%
1	97308	15.8%
2	45792	7.5%
3	39432	6.4%
4	32436	5.3%
5	26712	4.3%
6	24168	3.9%
7	21624	3.5%
8	16536	2.7%
9	13356	2.2%
0	12084	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4576656	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
r	550140	12.0%
a	456012	10.0%
l	377784	8.3%
e	348528	7.6%
i	314820	6.9%
t	301464	6.6%
o	295740	6.5%
_	284928	6.2%
p	248676	5.4%
n	214332	4.7%
s	188256	4.1%
u	166632	3.6%
c	130380	2.8%
m	105576	2.3%
f	105576	2.3%
1	97308	2.1%
d	82680	1.8%
2	45792	1.0%
g	40068	0.9%
3	39432	0.9%
4	32436	0.7%
5	26712	0.6%
6	24168	0.5%
b	21624	0.5%
7	21624	0.5%
Other values (6)	55968	1.2%

degree
Real number (ℝ_≥0)

Distinct	440
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	89.40178571
Minimum	0
Maximum	440
Zeros	402
Zeros (%)	0.1%
Memory size	4.3 MiB

Quantile statistics

Minimum	0
5-th percentile	22
Q1	53
median	79
Q3	115
95-th percentile	192
Maximum	440
Range	440
Interquartile range (IQR)	62

Descriptive statistics

Standard deviation	53.33627971
Coefficient of variation (CV)	0.5965907647
Kurtosis	2.887237781
Mean	89.40178571
Median Absolute Deviation (MAD)	30
Skewness	1.324156321
Sum	25473072
Variance	2844.758733
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61	2763	1.0%
65	2742	1.0%
63	2739	1.0%
70	2734	1.0%
62	2731	1.0%
66	2731	1.0%
67	2720	1.0%
72	2707	1.0%
71	2691	0.9%
73	2686	0.9%
68	2669	0.9%
77	2662	0.9%
59	2652	0.9%
69	2652	0.9%
57	2634	0.9%
76	2633	0.9%
79	2626	0.9%
60	2626	0.9%
64	2619	0.9%
56	2609	0.9%
58	2602	0.9%
55	2599	0.9%
74	2595	0.9%
80	2555	0.9%
52	2552	0.9%
Other values (415)	218399	76.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	402	0.1%
1	296	0.1%
2	328	0.1%
3	338	0.1%
4	368	0.1%
5	404	0.1%
6	466	0.2%
7	507	0.2%
8	523	0.2%
9	498	0.2%

Value	Count	Frequency (%)
440	2	< 0.1%
439	1	< 0.1%
438	1	< 0.1%
437	1	< 0.1%
436	3	< 0.1%
434	1	< 0.1%
433	3	< 0.1%
432	2	< 0.1%
431	3	< 0.1%
430	3	< 0.1%

hemisphere
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.3 MiB

lh	143100
rh	141828

Value	Count	Frequency (%)
lh	143100	50.2%
rh	141828	49.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Overview of Unicode Properties

Unique unicode characters	3
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
h	284928	50.0%
l	143100	25.1%
r	141828	24.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	569856	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
h	284928	50.0%
l	143100	25.1%
r	141828	24.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	569856	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
h	284928	50.0%
l	143100	25.1%
r	141828	24.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	569856	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
h	284928	50.0%
l	143100	25.1%
r	141828	24.9%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	id	age_mos	age_yrs	gender	peermindset	persmindset	needforapproval	needforbelonging	rejection	coping_mad	coping_sad	coping_worried	rsqanxiety	rsqanger	cdimean	moodgood	moodhappy	moodrelaxed	stateanxiety	traitanxiety	band	roi	degree	hemisphere
0	105_9a	110.4	9.14	male	1.83	1.5	2.62	3.7	3.0	2.67	3.0	1.67	6.92	5.25	1.0	4.0	6.0	6.0	31.0	22.0	DC	bankssts_1	37.0	lh
1	105_9a	110.4	9.14	male	1.83	1.5	2.62	3.7	3.0	2.67	3.0	1.67	6.92	5.25	1.0	4.0	6.0	6.0	31.0	22.0	DC	bankssts_1	103.0	rh
2	105_9a	110.4	9.14	male	1.83	1.5	2.62	3.7	3.0	2.67	3.0	1.67	6.92	5.25	1.0	4.0	6.0	6.0	31.0	22.0	DC	bankssts_2	70.0	lh
3	105_9a	110.4	9.14	male	1.83	1.5	2.62	3.7	3.0	2.67	3.0	1.67	6.92	5.25	1.0	4.0	6.0	6.0	31.0	22.0	DC	bankssts_2	32.0	rh
4	105_9a	110.4	9.14	male	1.83	1.5	2.62	3.7	3.0	2.67	3.0	1.67	6.92	5.25	1.0	4.0	6.0	6.0	31.0	22.0	DC	bankssts_3	77.0	lh
5	105_9a	110.4	9.14	male	1.83	1.5	2.62	3.7	3.0	2.67	3.0	1.67	6.92	5.25	1.0	4.0	6.0	6.0	31.0	22.0	DC	bankssts_3	98.0	rh
6	105_9a	110.4	9.14	male	1.83	1.5	2.62	3.7	3.0	2.67	3.0	1.67	6.92	5.25	1.0	4.0	6.0	6.0	31.0	22.0	DC	caudalanteriorcingulate_1	95.0	lh
7	105_9a	110.4	9.14	male	1.83	1.5	2.62	3.7	3.0	2.67	3.0	1.67	6.92	5.25	1.0	4.0	6.0	6.0	31.0	22.0	DC	caudalanteriorcingulate_1	36.0	rh
8	105_9a	110.4	9.14	male	1.83	1.5	2.62	3.7	3.0	2.67	3.0	1.67	6.92	5.25	1.0	4.0	6.0	6.0	31.0	22.0	DC	caudalanteriorcingulate_2	41.0	lh
9	105_9a	110.4	9.14	male	1.83	1.5	2.62	3.7	3.0	2.67	3.0	1.67	6.92	5.25	1.0	4.0	6.0	6.0	31.0	22.0	DC	caudalanteriorcingulate_2	25.0	rh

Last rows

	id	age_mos	age_yrs	gender	peermindset	persmindset	needforapproval	needforbelonging	rejection	coping_mad	coping_sad	coping_worried	rsqanxiety	rsqanger	cdimean	moodgood	moodhappy	moodrelaxed	stateanxiety	traitanxiety	band	roi	degree	hemisphere
284918	531_17a	206.71	17.12	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6.0	6.0	3.0	30.0	28.0	gamma	supramarginal_7	46.0	rh
284919	531_17a	206.71	17.12	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6.0	6.0	3.0	30.0	28.0	gamma	supramarginal_8	153.0	lh
284920	531_17a	206.71	17.12	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6.0	6.0	3.0	30.0	28.0	gamma	supramarginal_8	20.0	rh
284921	531_17a	206.71	17.12	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6.0	6.0	3.0	30.0	28.0	gamma	supramarginal_9	150.0	lh
284922	531_17a	206.71	17.12	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6.0	6.0	3.0	30.0	28.0	gamma	supramarginal_9	38.0	rh
284923	531_17a	206.71	17.12	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6.0	6.0	3.0	30.0	28.0	gamma	temporalpole_1	115.0	lh
284924	531_17a	206.71	17.12	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6.0	6.0	3.0	30.0	28.0	gamma	temporalpole_1	69.0	rh
284925	531_17a	206.71	17.12	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6.0	6.0	3.0	30.0	28.0	gamma	transversetemporal_1	280.0	lh
284926	531_17a	206.71	17.12	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6.0	6.0	3.0	30.0	28.0	gamma	transversetemporal_1	74.0	rh
284927	531_17a	206.71	17.12	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6.0	6.0	3.0	30.0	28.0	gamma	transversetemporal_2	275.0	lh

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Connector Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most frequent Connector Punctuation characters

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows